FUNCTIONALSTATISTICAL MODELS OF CONTROL AND MANAGEMENT OBJECTS

Functionalstatistical models of control and management objects.In a modern infocommunication network, the object of control and management can be any information network equipment, as well as the entire network as a whole.In this case, the network is considered as a complex system that is subject to management.The complexity of the control and management process is largely determined by the complexity of the objects.To describe the functioning of the object, it would be advisable to build its mathematical model.The state of an object is most fully characterized by a mathematical functional-statistical model -a system of equations or operators that describe the dependence of the initial parameters of an object, system or unit on external or internal influences during operation.Based on the analysis of this model, it is possible to formulate the main tasks solved by the automatic control and management system, as well as synthesize the optimal network management system, determine the degree of automation and its effectiveness.When constructing a mathematical functional-statistical model, it is necessary to take into account that a network as a control object can consist of systems of various classes and types.Such systems can be autonomous and non-autonomous, stationary and non-stationary, closed and open.Therefore, to construct a mathematical functional-statistical model, it is necessary to use a sufficiently generalized mathematical apparatus, which, with appropriate changes, can be extended to individual cases.

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Publication Details

Journal
Scientific Notes of the State University of Telecommunications
Published
2025-01-01
DOI
https://doi.org/10.31673/2786-8362.2025.018122
Primary Topic
Statistical and Computational Modeling
Type
article
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article

FUNCTIONALSTATISTICAL MODELS OF CONTROL AND MANAGEMENT OBJECTS

Scientific Notes of the State University of Telecommunications
Statistical and Computational Modeling
article

FUNCTIONALSTATISTICAL MODELS OF CONTROL AND MANAGEMENT OBJECTS

article en

Abstract

Functionalstatistical models of control and management objects.In a modern infocommunication network, the object of control and management can be any information network equipment, as well as the entire network as a whole.In this case, the network is considered as a complex system that is subject to management.The complexity of the control and management process is largely determined by the complexity of the objects.To describe the functioning of the object, it would be advisable to build its mathematical model.The state of an object is most fully characterized by a mathematical functional-statistical model -a system of equations or operators that describe the dependence of the initial parameters of an object, system or unit on external or internal influences during operation.Based on the analysis of this model, it is possible to formulate the main tasks solved by the automatic control and management system, as well as synthesize the optimal network management system, determine the degree of automation and its effectiveness.When constructing a mathematical functional-statistical model, it is necessary to take into account that a network as a control object can consist of systems of various classes and types.Such systems can be autonomous and non-autonomous, stationary and non-stationary, closed and open.Therefore, to construct a mathematical functional-statistical model, it is necessary to use a sufficiently generalized mathematical apparatus, which, with appropriate changes, can be extended to individual cases.

Scientific Notes of the State University of TelecommunicationsVol. 7(11)
Human Growth Foundation (US)
Openalex Percentile: Top 93%
Statistical and Computational Modeling
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FUNCTIONALSTATISTICAL MODELS OF CONTROL AND MANAGEMENT OBJECTS · Scientific Notes of the State University of Telecommunications (2025) | TGRS Research Map | TGRS